8 citations · 14 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 6 cited
Compressing multidimensional weather and climate data into neural networks
Langwen Huang, Torsten Hoefler
Weather and climate simulations produce petabytes of high-resolution data that are later analyzed by researchers in order to understand climate change or severe weather. We propose…
cs.LG2022★ 8 cited
ENS-10: A Dataset For Post-Processing Ensemble Weather Forecasts
Saleh Ashkboos, Langwen Huang, Nikoli Dryden +5
Post-processing ensemble prediction systems can improve the reliability of weather forecasting, especially for extreme event prediction. In recent years, different machine learning…